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🧠 python-ml 2024

Image Classifier CNN

A CNN image classifier in TensorFlow. Simple convolutional network trained on CIFAR-10, classifies images into 10 categories.

Preview

Training Metrics

94.6%Epochs: 15
Accuracy
100%75%50%25%0%
Loss
1.41.10.70.40
Sample Predictions
InputOutput
cat.jpgcat (97.2%)
car.jpgautomobile (92.8%)
dog.jpgdog (89.1%)

Tech Stack

  • Python
  • TensorFlow
  • NumPy
  • Matplotlib

Description

A CNN image classifier in TensorFlow. Simple convolutional network trained on CIFAR-10, classifies images into 10 categories.